Basic Statistics

Raw Counts

Name Value
Rows 60,489
Columns 20
Discrete columns 15
Continuous columns 5
All missing columns 0
Missing observations 527
Complete Rows 60,009
Total observations 1,209,780
Memory allocation 9.3 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 7 columns ignored with more than 50 categories.
## primarycustomercity: 445 categories
## registration_date_start: 1072 categories
## registration_date_expiration: 1083 categories
## vehiclemake: 82 categories
## vehiclemodel: 631 categories
## vehiclebody: 76 categories
## vehicle_name: 286 categories

QQ Plot

Correlation Analysis

## 10 features with more than 20 categories ignored!
## primarycustomercity: 444 categories
## primarycustomerstate: 30 categories
## registration_date_start: 1072 categories
## registration_date_expiration: 1083 categories
## vehiclemake: 80 categories
## vehiclemodel: 616 categories
## vehiclebody: 76 categories
## primarycolor: 21 categories
## fuelcode: 24 categories
## vehicle_name: 268 categories

Principal Component Analysis

## 7 features with more than 50 categories ignored!
## primarycustomercity: 444 categories
## registration_date_start: 1072 categories
## registration_date_expiration: 1083 categories
## vehiclemake: 80 categories
## vehiclemodel: 616 categories
## vehiclebody: 76 categories
## vehicle_name: 268 categories